language, license, library_name, tags, base_model, pipeline_tag, model-index

language	license	library_name	tags	base_model	pipeline_tag	model-index
en	apache-2.0	transformers	mergekit merge	sthenno-com/miscii-14b-0218 wanlige/li-14b-v0.4-slerp0.1 wanlige/li-14b-v0.4	text-generation	name results Lix-14B-v0.1 task dataset metrics source type name text-generation Text Generation name type args IFEval (0-Shot) HuggingFaceH4/ifeval num_few_shot 0 type value name inst_level_strict_acc and prompt_level_strict_acc 78.13 strict accuracy url name https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=suayptalha/Lix-14B-v0.1 Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type args BBH (3-Shot) BBH num_few_shot 3 type value name acc_norm 51.47 normalized accuracy url name https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=suayptalha/Lix-14B-v0.1 Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type args MATH Lvl 5 (4-Shot) hendrycks/competition_math num_few_shot 4 type value name exact_match 52.95 exact match url name https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=suayptalha/Lix-14B-v0.1 Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type args GPQA (0-shot) Idavidrein/gpqa num_few_shot 0 type value name acc_norm 16.0 acc_norm url name https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=suayptalha/Lix-14B-v0.1 Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type args MuSR (0-shot) TAUR-Lab/MuSR num_few_shot 0 type value name acc_norm 13.42 acc_norm url name https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=suayptalha/Lix-14B-v0.1 Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type config split args MMLU-PRO (5-shot) TIGER-Lab/MMLU-Pro main test num_few_shot 5 type value name acc 47.94 accuracy url name https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=suayptalha/Lix-14B-v0.1 Open LLM Leaderboard

Merged Model

[!TIP] This model is currently ranked #3 among the models up to 15B parameters and #59 among all models on the Open LLM Leaderboard.

This is a merge of pre-trained language models created using mergekit.

Merge Details

Merge Method

This model was merged using the Model Stock merge method using wanlige/li-14b-v0.4 as a base.

Models Merged

The following models were included in the merge:

• sthenno-com/miscii-14b-0218
• wanlige/li-14b-v0.4-slerp0.1

Configuration

The following YAML configuration was used to produce this model:

name:                Lix-14B-v0.1
merge_method:        model_stock
base_model:          wanlige/li-14b-v0.4
tokenizer_source:    base
dtype:               bfloat16
out_dtype:           bfloat16
parameters:
  int8_mask:         true
  normalize:         true
  rescale:           false
models:
  - model:           wanlige/li-14b-v0.4-slerp0.1
  - model:           sthenno-com/miscii-14b-0218

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric	Value
Avg.	43.32
IFEval (0-Shot)	78.13
BBH (3-Shot)	51.47
MATH Lvl 5 (4-Shot)	52.95
GPQA (0-shot)	16.00
MuSR (0-shot)	13.42
MMLU-PRO (5-shot)	47.94